Project Grant 2247015
- The National Science Foundation (NSF) awarded a $225,000 Project Grant under the Mathematical and Physical Sciences (CFDA 47.049) program to The Leland Stanford Junior University. The 3-year grant, effective July 1, 2024, aims to gain a deeper theoretical understanding of the statistical properties of neural networks, which have revolutionized science and engineering. Key research directions include studying the distinguishing features of deep neural networks compared to classical statistical...
- The National Science Foundation's Division of Information and Intelligent Systems awarded $454,115 under the Computer and Information Science and Engineering federal grant program (CFDA 47.070) to Stanford University. The three-year Project Grant will support research to accelerate machine learning through the development of automated methods to clean data, reduce feature dimensionality, and recommend machine learning models using low-dimensional latent vectors. Principal Investigator will...
- This federal Project Grant award, worth $266,000.00, was provided by the National Science Foundation (NSF) under the Computer and Information Science and Engineering (CISE) program (CFDA 47.070) to The Leland Stanford Junior University (Stanford University) for the project "COLLABORATIVE RESEARCH: III: MEDIUM: ADVANCING LARGE LANGUAGE MODEL UNLEARNING: FOUNDATIONS AND APPLICATIONS." The project aims to establish a comprehensive foundation for unlearning harmful data and behaviors...
- The National Science Foundation Division of Electrical, Communications and Cyber Systems awarded The Leland Stanford Junior University a $375,000 Project Grant under the Engineering (47.041) federal grant program. The grant will support the development of computational tools for photonic design from August 1, 2021 to July 31, 2024. Specifically, Stanford University will leverage physics-driven approaches to create new computational methods and software tools that enable the design of...
- The Department of Energy's Office of Science awarded a $300,000 Project Grant to The Leland Stanford Junior University (Stanford University) on September 15, 2025. The grant, which has a scheduled completion date of September 14, 2026, is funded under the Office of Science Financial Assistance Program (CFDA 81.049). The purpose of the grant is to support research on "Analog Compute-in-Memory with Trainable Nonlinear Devices for Scientific Neural Networks." As a leading research...
- The National Science Foundation awarded a $400,000 Project Grant to Stanford University under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The three-year award will support research and education activities to develop conceptual and mathematical understanding of large language models. Specifically, the university will conduct research analyzing simplified generative text models and language models trained on such data to gain insights into their inner...
- This federal Project Grant award of $322,400.00 from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE, CFDA 47.070) program was provided to The Leland Stanford Junior University (Stanford University) to develop artificial intelligence (AI) systems capable of accelerating mathematical research and theorem proving. The goal is to create the first AI system able to prove graduate-level mathematical theorems and tackle unsolved problems that challenge...
- This $400,000 Project Grant award from the National Science Foundation's Computer and Information Science and Engineering (CFDA 47.070) program will support research at The Leland Stanford Junior University (Stanford University) from October 1, 2024 to September 30, 2027. The goal of the project is to develop innovative computational methods that integrate classical and quantum algorithmic tools within the fields of statistics and operations research. The research will focus on applications...
- The Leland Stanford Junior University, doing business as Stanford University, has been awarded a $755,000 Project Grant from the National Science Foundation (NSF) Division of Physics through the Mathematical and Physical Sciences (CFDA 47.049) federal grant program. The grant, with a period of performance from September 1, 2023 to August 31, 2027, will support Stanford's research on exploring the properties of quantum many-body scar states in dipolar gases. The project aims to utilize momentum...
- This Project Grant award of $450,000 was granted by the National Science Foundation (NSF) under the Computer and Information Science and Engineering (CISE) Federal Grant Program (CFDA 47.070). The award was made to The Leland Stanford Junior University (Stanford University) to fund a research project titled "COMPUTATIONAL AND STATISTICAL LIMITS IN GENERATIVE SAMPLING." The primary goals of this project are: 1) To determine the fundamental computational and statistical limitations of...
The Leland Stanford Junior University received a three-year $231,036 Project Grant from the National Science Foundation Division of Computing and Communication Foundations under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The grant will support research exploring hardware-aware matrix computations for deep learning applications. Specifically, the university will study how to use structured matrices in concert with modern hardware constraints to achieve performance similar to large deep learning models but at a fraction of the size and computational cost. The research has two thrusts: (1) designing optimal structured matrices satisfying properties desirable for deep learning, including efficient projection problems and parallel or hardware-friendly learning algorithms; and (2) identifying new applications unlocked by the new matrix theory. The grant also aims to train undergraduate researchers and integrate responsible computing into undergraduate curricula. The place of performance is Stanford, California.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $231.0k | 5/1/23 |